| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global GPCP_v2.2 | mm/day | 3.087 | 2.675 | 0.412 | 2.132 | 1.922 | 1.059 | 0.889 |
| TREFHT land_60S90N CRU | DegC | 12.966 | 12.61 | 0.355 | 12.081 | 12.915 | 2.472 | 0.983 |
| SST global HadISST_CL | degC | 20.068 | 20.12 | -0.052 | 8.378 | 8.313 | 0.23 | 1.0 |
| SST global HadISST_PI | degC | 20.068 | 19.706 | 0.362 | 8.378 | 8.292 | 0.5 | 0.999 |
| SST global HadISST_PD | degC | 20.068 | 20.208 | -0.14 | 8.378 | 8.332 | 0.312 | 0.999 |
| SOLIN global ceres_ebaf_toa_v2.8 | W/m2 | 340.37 | 340.106 | 0.263 | 72.729 | 72.809 | 0.552 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v2.8 | dimensionless | 0.307 | 0.315 | -0.009 | 0.125 | 0.119 | 0.028 | 0.977 |
| ALBEDOC global ceres_ebaf_toa_v2.8 | dimensionless | 0.169 | 0.172 | -0.004 | 0.119 | 0.123 | 0.02 | 0.988 |
| RESTOM global ceres_ebaf_toa_v2.8 | W/m2 | 2.581 | 0.818 | 1.763 | 54.782 | 56.016 | 7.875 | 0.991 |
| FLUT global ceres_ebaf_toa_v2.8 | W/m2 | 241.686 | 239.763 | 1.923 | 31.619 | 29.616 | 7.168 | 0.977 |
| FLUTC global ceres_ebaf_toa_v2.8 | W/m2 | 264.333 | 265.736 | -1.402 | 30.088 | 29.947 | 3.977 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v2.8 | W/m2 | 244.136 | 240.58 | 3.556 | 82.316 | 79.934 | 9.96 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v2.8 | W/m2 | 288.881 | 287.713 | 1.168 | 82.694 | 83.903 | 5.935 | 0.998 |
| SWCF global ceres_ebaf_toa_v2.8 | W/m2 | -44.745 | -47.133 | 2.388 | 20.397 | 20.291 | 9.691 | 0.893 |
| LWCF global ceres_ebaf_toa_v2.8 | W/m2 | 22.648 | 25.973 | -3.326 | 10.365 | 11.033 | 6.441 | 0.869 |
| NETCF global ceres_ebaf_toa_v2.8 | W/m2 | -22.097 | -21.159 | -0.938 | 14.06 | 14.889 | 7.588 | 0.866 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 340.37 | 340.274 | 0.096 | 72.729 | 72.713 | 0.229 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.307 | 0.314 | -0.007 | 0.125 | 0.12 | 0.028 | 0.976 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.169 | 0.175 | -0.006 | 0.119 | 0.122 | 0.019 | 0.989 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 2.581 | 0.858 | 1.723 | 54.782 | 55.94 | 7.827 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 241.686 | 240.257 | 1.429 | 31.619 | 29.715 | 7.016 | 0.977 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 264.333 | 268.248 | -3.915 | 30.088 | 31.224 | 5.232 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 244.136 | 241.115 | 3.021 | 82.316 | 80.061 | 9.995 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 288.881 | 286.921 | 1.96 | 82.694 | 82.849 | 5.598 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -44.745 | -45.806 | 1.061 | 20.397 | 20.364 | 9.448 | 0.894 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 22.648 | 27.991 | -5.344 | 10.365 | 12.217 | 8.368 | 0.85 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -22.097 | -17.814 | -4.283 | 14.06 | 14.882 | 9.034 | 0.85 |
| ALBEDO_SRF global ceres_ebaf_surface_v2.8 | dimensionless | 0.144 | 0.148 | -0.003 | 0.173 | 0.174 | 0.027 | 0.988 |
| SWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | -47.956 | -51.993 | 4.037 | 22.173 | 21.722 | 11.425 | 0.882 |
| LWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | 26.56 | 28.865 | -2.305 | 18.262 | 16.642 | 8.861 | 0.884 |
| NETCF_SRF global ceres_ebaf_surface_v2.8 | W/m2 | -21.396 | -23.128 | 1.732 | 18.679 | 22.186 | 9.719 | 0.904 |
| FLDS global ceres_ebaf_surface_v2.8 | W/m2 | 342.699 | 345.438 | -2.739 | 62.579 | 64.367 | 10.171 | 0.988 |
| FLDSC global ceres_ebaf_surface_v2.8 | W/m2 | 314.949 | 316.685 | -1.735 | 75.115 | 76.012 | 6.533 | 0.997 |
| FLNS global ceres_ebaf_surface_v2.8 | W/m2 | 55.399 | 53.189 | 2.21 | 19.292 | 17.818 | 8.618 | 0.902 |
| FLNSC global ceres_ebaf_surface_v2.8 | W/m2 | 81.958 | 82.053 | -0.095 | 13.813 | 17.844 | 7.495 | 0.919 |
| FSDS global ceres_ebaf_surface_v2.8 | W/m2 | 190.031 | 186.646 | 3.385 | 60.868 | 54.917 | 13.799 | 0.979 |
| FSDSC global ceres_ebaf_surface_v2.8 | W/m2 | 244.015 | 244.231 | -0.216 | 50.413 | 50.028 | 5.721 | 0.994 |
| FSNS global ceres_ebaf_surface_v2.8 | W/m2 | 166.633 | 162.553 | 4.08 | 65.82 | 61.412 | 12.219 | 0.986 |
| FSNSC global ceres_ebaf_surface_v2.8 | W/m2 | 214.589 | 214.546 | 0.043 | 65.45 | 65.48 | 7.415 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.144 | 0.144 | 0.001 | 0.173 | 0.173 | 0.026 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -47.956 | -50.235 | 2.279 | 22.173 | 22.062 | 10.432 | 0.894 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 26.56 | 30.068 | -3.508 | 18.262 | 14.599 | 8.168 | 0.923 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -21.396 | -20.167 | -1.229 | 18.679 | 20.217 | 8.058 | 0.919 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 342.699 | 345.276 | -2.577 | 62.579 | 66.185 | 10.852 | 0.988 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 314.949 | 314.465 | 0.485 | 75.115 | 77.535 | 6.574 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 55.399 | 53.408 | 1.991 | 19.292 | 17.343 | 10.119 | 0.859 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 81.958 | 83.476 | -1.518 | 13.813 | 17.756 | 7.076 | 0.934 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 190.031 | 187.215 | 2.816 | 60.868 | 55.294 | 13.507 | 0.979 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 244.015 | 243.862 | 0.153 | 50.413 | 48.151 | 4.561 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 166.633 | 163.889 | 2.745 | 65.82 | 61.723 | 11.898 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 214.589 | 214.124 | 0.466 | 65.45 | 64.023 | 6.384 | 0.995 |
| LHFLX global OAFlux | W/m2 | 89.385 | 89.831 | -0.446 | 53.998 | 40.288 | 27.311 | 0.929 |
| SHFLX global OAFlux | W/m2 | 18.533 | 9.927 | 8.607 | 16.892 | 8.054 | 11.203 | 0.474 |
| LHFLX global ERA-Interim | W/m2 | 89.385 | 83.282 | 6.103 | 53.998 | 50.245 | 13.974 | 0.973 |
| SHFLX global ERA-Interim | W/m2 | 18.533 | 17.473 | 1.061 | 16.892 | 16.711 | 7.769 | 0.895 |
| PSL global ERA-Interim | mbar | 1011.215 | 1011.303 | -0.088 | 10.418 | 8.132 | 3.028 | 0.977 |
| FSNS global ERA-Interim | W/m2 | 166.633 | 163.735 | 2.898 | 65.82 | 58.869 | 14.501 | 0.98 |
| FLNS global ERA-Interim | W/m2 | 55.399 | 56.213 | -0.815 | 19.292 | 18.082 | 8.834 | 0.891 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 3.316 | 6.768 | -3.452 | 30.619 | 27.089 | 15.558 | 0.869 |
| PRECT global ERA-Interim | mm/day | 3.087 | 2.926 | 0.161 | 2.18 | 2.276 | 0.942 | 0.914 |
| PREH2O global ERA-Interim | kg/m2 | 23.828 | 24.406 | -0.578 | 13.126 | 14.294 | 2.053 | 0.993 |
| U-850mb global ERA-Interim | m/s | 1.044 | 1.095 | -0.051 | 6.523 | 5.395 | 1.556 | 0.982 |
| U-200mb global ERA-Interim | m/s | 15.53 | 15.671 | -0.141 | 12.094 | 12.327 | 2.221 | 0.984 |
| Z3-500mb global ERA-Interim | hectometer | 56.485 | 56.619 | -0.133 | 2.726 | 2.574 | 0.254 | 0.998 |
| T-850mb global ERA-Interim | K | 280.961 | 281.125 | -0.164 | 9.851 | 10.885 | 1.12 | 0.996 |
| T-200mb global ERA-Interim | K | 217.143 | 218.815 | -1.672 | 2.727 | 2.015 | 2.444 | 0.757 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.073 | 0.07 | 0.003 | 0.054 | 0.05 | 0.018 | 0.949 |
| LHFLX global MERRA2 | W/m2 | 89.385 | 84.357 | 5.028 | 53.998 | 52.007 | 14.565 | 0.967 |
| FSNS global MERRA2 | W/m2 | 166.633 | 164.067 | 2.566 | 65.82 | 61.888 | 15.445 | 0.973 |
| FLNS global MERRA2 | W/m2 | 55.399 | 62.112 | -6.713 | 19.292 | 17.804 | 10.282 | 0.915 |
| PRECT global MERRA2 | mm/day | 3.087 | 2.953 | 0.135 | 2.18 | 2.533 | 1.292 | 0.862 |
| PREH2O global MERRA2 | kg/m2 | 23.828 | 24.921 | -1.093 | 13.126 | 14.804 | 2.6 | 0.993 |
| U-850mb global MERRA2 | m/s | 1.044 | 0.933 | 0.111 | 6.523 | 5.633 | 1.424 | 0.983 |
| U-200mb global MERRA2 | m/s | 15.53 | 16.084 | -0.555 | 12.094 | 11.954 | 2.223 | 0.984 |
| Z3-500mb global MERRA2 | hectometer | 56.485 | 56.594 | -0.108 | 2.726 | 2.568 | 0.246 | 0.998 |
| T-850mb global MERRA2 | K | 280.961 | 277.059 | 3.902 | 9.851 | 29.673 | 13.528 | 0.59 |
| T-200mb global MERRA2 | K | 217.143 | 218.623 | -1.48 | 2.727 | 2.071 | 2.301 | 0.763 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 48.719 | 95.636 | -46.916 | 25.617 | 24.473 | 46.291 | 0.75 |
| AODVIS global AOD_550 | dimensionless | 0.143 | 0.132 | 0.011 | 0.099 | 0.089 | 0.058 | 0.819 |
| TREFHT land ERA-Interim | DegC | 8.361 | 8.949 | -0.588 | 18.541 | 18.583 | 1.82 | 0.996 |
| TREFHT global ERA-Interim | DegC | 14.249 | 14.416 | -0.167 | 14.058 | 14.098 | 1.064 | 0.997 |